Enhancing Transfer Learning of LLMs through Fine- Tuning on Task - Related Corpora for Automated Short-Answer Grading

Nazmul Kazi; Indika Kahanda

doi:10.1109/ICMLA58977.2023.00255

Enhancing Transfer Learning of LLMs through Fine- Tuning on Task - Related Corpora for Automated Short-Answer Grading

Nazmul Kazi, Indika Kahanda

School of Computing

University of North Florida

Producción científica: Literary contribution

Idioma original	English
Título de la publicación alojada	Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023
Editores	M. Arif Wani, Mihai Boicu, Moamar Sayed-Mouchaweh, Pedro Henriques Abreu, Joao Gama
Páginas	1687-1691
Número de páginas	5
ISBN (versión digital)	9798350345346
DOI	https://doi.org/10.1109/ICMLA58977.2023.00255
Estado	Published - 2023
Evento	22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023 - Jacksonville, United States Duración: dic 15 2023 → dic 17 2023

Serie de la publicación

Nombre	Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023

Conference

Conference	22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023
País/Territorio	United States
Ciudad	Jacksonville
Período	12/15/23 → 12/17/23

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Science Applications
Computer Vision and Pattern Recognition

Acceder al documento

10.1109/ICMLA58977.2023.00255

Otros archivos y enlaces

Citar esto

Kazi, N., & Kahanda, I. (2023). Enhancing Transfer Learning of LLMs through Fine- Tuning on Task - Related Corpora for Automated Short-Answer Grading. En M. Arif Wani, M. Boicu, M. Sayed-Mouchaweh, P. H. Abreu, & J. Gama (Eds.), Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023 (pp. 1687-1691). (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023). https://doi.org/10.1109/ICMLA58977.2023.00255

Enhancing Transfer Learning of LLMs through Fine- Tuning on Task - Related Corpora for Automated Short-Answer Grading. / Kazi, Nazmul; Kahanda, Indika.
Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. ed. / M. Arif Wani; Mihai Boicu; Moamar Sayed-Mouchaweh; Pedro Henriques Abreu; Joao Gama. 2023. p. 1687-1691 (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023).

Producción científica: Literary contribution

Kazi, N & Kahanda, I 2023, Enhancing Transfer Learning of LLMs through Fine- Tuning on Task - Related Corpora for Automated Short-Answer Grading. En M Arif Wani, M Boicu, M Sayed-Mouchaweh, PH Abreu & J Gama (eds.), Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023, pp. 1687-1691, 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023, Jacksonville, United States, 12/15/23. https://doi.org/10.1109/ICMLA58977.2023.00255

Kazi N, Kahanda I. Enhancing Transfer Learning of LLMs through Fine- Tuning on Task - Related Corpora for Automated Short-Answer Grading. En Arif Wani M, Boicu M, Sayed-Mouchaweh M, Abreu PH, Gama J, editores, Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. 2023. p. 1687-1691. (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023). doi: 10.1109/ICMLA58977.2023.00255

Kazi, Nazmul ; Kahanda, Indika. / Enhancing Transfer Learning of LLMs through Fine- Tuning on Task - Related Corpora for Automated Short-Answer Grading. Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. editor / M. Arif Wani ; Mihai Boicu ; Moamar Sayed-Mouchaweh ; Pedro Henriques Abreu ; Joao Gama. 2023. pp. 1687-1691 (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023).

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